127 citations · 498 across the 73 of their papers we have counts for
11 papers · 1 filter
Open Vocabulary Learning for Neural Chinese Pinyin IME
Zhuosheng Zhang, Yafang Huang, Hai Zhao
Pinyin-to-character (P2C) conversion is the core component of pinyin-based Chinese input method engine (IME). However, the conversion is seriously compromised by the ambiguities of…
Effective Representation for Easy-First Dependency Parsing
Zuchao Li, Jiaxun Cai, Hai Zhao
Easy-first parsing relies on subtree re-ranking to build the complete parse tree. Whereas the intermediate state of parsing processing is represented by various subtrees, whose int…
Fast Neural Chinese Word Segmentation for Long Sentences
Sufeng Duan, Jiangtong Li, Hai Zhao
Rapidly developed neural models have achieved competitive performance in Chinese word segmentation (CWS) as their traditional counterparts. However, most of methods encounter the c…
Using Intuitionistic Fuzzy Set for Anomaly Detection of Network Traffic from Flow Interaction
Jinfa Wang, Hai Zhao, Jiuqiang Xu +3
We present a method to detect anomalies in a time series of flow interaction patterns. There are many existing methods for anomaly detection in network traffic, such as number of p…
Attentive Semantic Role Labeling with Boundary Indicator
Zhuosheng Zhang, Shexia He, Zuchao Li +1
The goal of semantic role labeling (SRL) is to discover the predicate-argument structure of a sentence, which plays a critical role in deep processing of natural language. This pap…
Explicit Contextual Semantics for Text Comprehension
Zhuosheng Zhang, Yuwei Wu, Zuchao Li +1
Who did what to whom is a major focus in natural language understanding, which is right the aim of semantic role labeling (SRL) task. Despite of sharing a lot of processing charact…
Effective Character-augmented Word Embedding for Machine Reading Comprehension
Zhuosheng Zhang, Yafang Huang, Pengfei Zhu +1
Machine reading comprehension is a task to model relationship between passage and query. In terms of deep learning framework, most of state-of-the-art models simply concatenate wor…
Finding Better Subword Segmentation for Neural Machine Translation
Yingting Wu, Hai Zhao
For different language pairs, word-level neural machine translation (NMT) models with a fixed-size vocabulary suffer from the same problem of representing out-of-vocabulary (OOV) w…
Anomaly Detection of Complex Networks Based on Intuitionistic Fuzzy Set Ensemble
Jinfa Wang, Xiao Liu, Hai Zhao +1
Ensemble learning for anomaly detection of data structured into complex network has been barely studied due to the inconsistent performance of complex network characteristics and l…
Using Complex Network Theory for Temporal Locality in Network Traffic Flows
Jin-Fa Wang, Hai Zhao, Shuai-Zong Si +3
Monitoring the interaction behaviors of network traffic flows and detecting unwanted Internet applications and anomalous flows have become a challenging problem, since many applica…
SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings
Zhuosheng Zhang, Jiangtong Li, Hai Zhao +1
This paper describes a hypernym discovery system for our participation in the SemEval-2018 Task 9, which aims to discover the best (set of) candidate hypernyms for input concepts o…